Application Of Intelligent Control Algorithms To Study The Dynamics Of Hybrid Power System

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Application of Intelligent Control Algorithms to Study the Dynamics of Hybrid Power System

Author : Dipayan Guha
Publisher : Springer Nature
ISBN 13 : 9811904448
Total Pages : 216 pages
Book Rating : 4.8/5 (119 download)

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Book Synopsis Application of Intelligent Control Algorithms to Study the Dynamics of Hybrid Power System by : Dipayan Guha

Download or read book Application of Intelligent Control Algorithms to Study the Dynamics of Hybrid Power System written by Dipayan Guha and published by Springer Nature. This book was released on 2022-03-30 with total page 216 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book aims to systematically review and design different intelligent control algorithms for the small-signal stability assessment of HPS. With the growing consciousness of global warming and the fast depletion of natural power generation resources, the existing power system is on the verge of transitions to a “hybrid power system (HPS)” integrated with distributed energy resources. The recent results and requirements for the developments of intelligent control algorithms have motivated the authors to introduce this book for extensively analyzing the performance of HPS against unknown/uncertain disturbances. This book introduces fractional-order resilient control methodologies for arresting small-signal instability of HPS. The prospective investigation has been performed on the MATLAB platform. This book is helpful for undergraduate, postgraduate students, and research scholars working in power system stability, control applications, and soft computing in particular.

Power Engineering and Intelligent Systems

Author : Vivek Shrivastava
Publisher : Springer Nature
ISBN 13 : 9819972167
Total Pages : 402 pages
Book Rating : 4.8/5 (199 download)

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Book Synopsis Power Engineering and Intelligent Systems by : Vivek Shrivastava

Download or read book Power Engineering and Intelligent Systems written by Vivek Shrivastava and published by Springer Nature. This book was released on 2023-12-15 with total page 402 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book presents a collection of the high-quality research articles in the field of power engineering, grid integration, energy management, soft computing, artificial intelligence, signal and image processing, data science techniques, and their real-world applications. The papers are presented at International Conference on Power Engineering and Intelligent Systems (PEIS 2023), held during June 24–25, 2023, at National Institute of Technology Delhi, India.

Advanced Frequency Regulation Strategies in Renewable-Dominated Power Systems

Author : Sandeep Dhundhara
Publisher : Elsevier
ISBN 13 : 0323950558
Total Pages : 400 pages
Book Rating : 4.3/5 (239 download)

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Book Synopsis Advanced Frequency Regulation Strategies in Renewable-Dominated Power Systems by : Sandeep Dhundhara

Download or read book Advanced Frequency Regulation Strategies in Renewable-Dominated Power Systems written by Sandeep Dhundhara and published by Elsevier. This book was released on 2023-09-01 with total page 400 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advanced Frequency Regulation Strategies in Renewable-Dominated Modern Power Systems discusses advanced control strategies positioned to attain stable and reliable electric power operation in highly renewable modern grids. These strategies are increasingly valuable components of the practitioner technical toolbox, and are essential to maintain frequency and voltage regulations, assert power quality standards, and ensure overall grid stability. This book focuses on the rapid integration of renewable-based generating units in power systems, highlighting state-of-the-art technologies and emerging topics pertaining to load frequency control, robust control strategies, and energy storage systems. Chapters are accompanied by case studies drawn from modern international practice. - Disseminates novel control strategies for the reliable and robust control of renewable generating units - Discusses implementation using case studies that address multiple frequency control applications across integrated modern power systems - Accompanied by simulation models in MATLAB that are built to emphasize practical usage and address real-world problems

Artificial Intelligence Techniques in Power Systems

Author : Kevin Warwick
Publisher : IET
ISBN 13 : 9780852968970
Total Pages : 324 pages
Book Rating : 4.9/5 (689 download)

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Book Synopsis Artificial Intelligence Techniques in Power Systems by : Kevin Warwick

Download or read book Artificial Intelligence Techniques in Power Systems written by Kevin Warwick and published by IET. This book was released on 1997 with total page 324 pages. Available in PDF, EPUB and Kindle. Book excerpt: The intention of this book is to give an introduction to, and an overview of, the field of artificial intelligence techniques in power systems, with a look at various application studies.

Methods and Applications of Intelligent Control

Author : S.G. Tzafestas
Publisher : Springer Science & Business Media
ISBN 13 : 9401154988
Total Pages : 573 pages
Book Rating : 4.4/5 (11 download)

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Book Synopsis Methods and Applications of Intelligent Control by : S.G. Tzafestas

Download or read book Methods and Applications of Intelligent Control written by S.G. Tzafestas and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 573 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is concerned with Intelligent Control methods and applications. The field of intelligent control has been expanded very much during the recent years and a solid body of theoretical and practical results are now available. These results have been obtained through the synergetic fusion of concepts and techniques from a variety of fields such as automatic control, systems science, computer science, neurophysiology and operational research. Intelligent control systems have to perform anthropomorphic tasks fully autonomously or interactively with the human under known or unknown and uncertain environmental conditions. Therefore the basic components of any intelligent control system include cognition, perception, learning, sensing, planning, numeric and symbolic processing, fault detection/repair, reaction, and control action. These components must be linked in a systematic, synergetic and efficient way. Predecessors of intelligent control are adaptive control, self-organizing control, and learning control which are well documented in the literature. Typical application examples of intelligent controls are intelligent robotic systems, intelligent manufacturing systems, intelligent medical systems, and intelligent space teleoperators. Intelligent controllers must employ both quantitative and qualitative information and must be able to cope with severe temporal and spatial variations, in addition to the fundamental task of achieving the desired transient and steady-state performance. Of course the level of intelligence required in each particular application is a matter of discussion between the designers and users. The current literature on intelligent control is increasing, but the information is still available in a sparse and disorganized way.

Handbook of Research on Advanced Intelligent Control Engineering and Automation

Author : Azar, Ahmad Taher
Publisher : IGI Global
ISBN 13 : 1466672498
Total Pages : 795 pages
Book Rating : 4.4/5 (666 download)

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Book Synopsis Handbook of Research on Advanced Intelligent Control Engineering and Automation by : Azar, Ahmad Taher

Download or read book Handbook of Research on Advanced Intelligent Control Engineering and Automation written by Azar, Ahmad Taher and published by IGI Global. This book was released on 2014-11-30 with total page 795 pages. Available in PDF, EPUB and Kindle. Book excerpt: In industrial engineering and manufacturing, control of individual processes and systems is crucial to developing a quality final product. Rapid developments in technology are pioneering new techniques of research in control and automation with multi-disciplinary applications in electrical, electronic, chemical, mechanical, aerospace, and instrumentation engineering. The Handbook of Research on Advanced Intelligent Control Engineering and Automation presents the latest research into intelligent control technologies with the goal of advancing knowledge and applications in various domains. This text will serve as a reference book for scientists, engineers, and researchers, as it features many applications of new computational and mathematical tools for solving complicated problems of mathematical modeling, simulation, and control.

Intelligent Control in Energy Systems

Author : Anastasios Dounis
Publisher : MDPI
ISBN 13 : 3039214152
Total Pages : 508 pages
Book Rating : 4.0/5 (392 download)

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Book Synopsis Intelligent Control in Energy Systems by : Anastasios Dounis

Download or read book Intelligent Control in Energy Systems written by Anastasios Dounis and published by MDPI. This book was released on 2019-08-26 with total page 508 pages. Available in PDF, EPUB and Kindle. Book excerpt: The editors of this Special Issue titled “Intelligent Control in Energy Systems” have attempted to create a book containing original technical articles addressing various elements of intelligent control in energy systems. In response to our call for papers, we received 60 submissions. Of those submissions, 27 were published and 33 were rejected. In this book, we offer the 27 accepted technical articles as well as one editorial. Authors from 15 countries (China, Netherlands, Spain, Tunisia, United Sates of America, Korea, Brazil, Egypt, Denmark, Indonesia, Oman, Canada, Algeria, Mexico, and the Czech Republic) elaborate on several aspects of intelligent control in energy systems. The book covers a broad range of topics including fuzzy PID in automotive fuel cell and MPPT tracking, neural networks for fuel cell control and dynamic optimization of energy management, adaptive control on power systems, hierarchical Petri Nets in microgrid management, model predictive control for electric vehicle battery and frequency regulation in HVAC systems, deep learning for power consumption forecasting, decision trees for wind systems, risk analysis for demand side management, finite state automata for HVAC control, robust μ-synthesis for microgrids, and neuro-fuzzy systems in energy storage.

Applications of Intelligent Control to Engineering Systems

Author : Kimon P. Valavanis
Publisher : Springer Science & Business Media
ISBN 13 : 9048130174
Total Pages : 427 pages
Book Rating : 4.0/5 (481 download)

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Book Synopsis Applications of Intelligent Control to Engineering Systems by : Kimon P. Valavanis

Download or read book Applications of Intelligent Control to Engineering Systems written by Kimon P. Valavanis and published by Springer Science & Business Media. This book was released on 2009-06-12 with total page 427 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book reflects the work of top scientists in the field of intelligent control and its applications, prognostics, diagnostics, condition based maintenance and unmanned systems. It includes results, and presents how theory is applied to solve real problems.

Computational Intelligence Applications to Power Systems

Author : Yong-Hua Song
Publisher : Springer Science & Business Media
ISBN 13 : 9780792340751
Total Pages : 176 pages
Book Rating : 4.3/5 (47 download)

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Book Synopsis Computational Intelligence Applications to Power Systems by : Yong-Hua Song

Download or read book Computational Intelligence Applications to Power Systems written by Yong-Hua Song and published by Springer Science & Business Media. This book was released on 1996-11-30 with total page 176 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book represents a thoroughly comprehensive treatment of computational intelligence from an electrical power system engineer's perspective. Thorough, well-organised and up-to-date, it examines in some detail all the important aspects of this very exciting and rapidly emerging technology, including: expert systems, fuzzy logic, artificial neural networks, genetic algorithms and hybrid systems. Written in a concise and flowing manner, by experts in the area of electrical power systems who have had many years of experience in the application of computational intelligence for solving many complex and onerous power system problems, this book is ideal for professional engineers and postgraduate students entering this exciting field. This book would also provide a good foundation for senior undergraduate students entering into their final year of study.

Intelligent Methods in Electrical Power Systems

Author : Chetan B. Khadse
Publisher : Springer
ISBN 13 : 9789819757176
Total Pages : 0 pages
Book Rating : 4.7/5 (571 download)

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Book Synopsis Intelligent Methods in Electrical Power Systems by : Chetan B. Khadse

Download or read book Intelligent Methods in Electrical Power Systems written by Chetan B. Khadse and published by Springer. This book was released on 2024-10-26 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a comprehensive review of the latest developments in optimization based learning algorithms within the field of electrical engineering. It covers various power system applications including efficient power system operation, load forecasting, fault analysis, home automation and efficient smart grid management. Each application is accompanied by case studies and a literature review in self-contained chapters. The book is dedicated to study the effectiveness of intelligent methods in addressing the power system problems and its mitigation using optimization algorithms. It discusses several optimization algorithms such as random forest algorithm, metaheuristic algorithm, scaled conjugate gradient descent algorithm, artificial bee colony algorithm etc. and their usability in intelligent decision makers for the various optimization problems in electrical engineering. This timely book serves as a practical guide and reference sources for students, researchers and professionals.

Intelligent Automatic Generation Control

Author : Hassan Bevrani
Publisher : CRC Press
ISBN 13 : 1439849544
Total Pages : 308 pages
Book Rating : 4.4/5 (398 download)

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Book Synopsis Intelligent Automatic Generation Control by : Hassan Bevrani

Download or read book Intelligent Automatic Generation Control written by Hassan Bevrani and published by CRC Press. This book was released on 2017-12-19 with total page 308 pages. Available in PDF, EPUB and Kindle. Book excerpt: Automatic generation control (AGC) is one of the most important control problems in the design and operation of interconnected power systems. Its significance continues to grow as a result of several factors: the changing structure and increasing size, complexity, and functionality of power systems, the rapid emergence (and uncertainty) of renewable energy sources, developments in power generation/consumption technologies, and environmental constraints. Delving into the fundamentals of power system AGC, Intelligent Automatic Generation Control explores ways to make the infrastructures of tomorrow smarter and more flexible. These frameworks must be able to handle complex multi-objective regulation optimization problems, and they must be highly diversified in terms of policies, control strategies, and wide distribution in demand and supply sources—all via an intelligent scheme. The core of such intelligent systems should be based on efficient, adaptable algorithms, advanced information technology, and fast communication devices to ensure that the AGC systems can maintain generation-load balance following serious disturbances. This book addresses several new schemes using intelligent control techniques for simultaneous minimization of system frequency deviation and tie-line power changes, which is required for successful operation of interconnected power systems. It also concentrates on physical and engineering aspects and examines several developed control strategies using real-time simulations. This reference will prove useful for engineers and operators in power system planning and operation, as well as academic researchers and students in field of electrical engineering.

Microgrid Dynamics and Control

Author : Hassan Bevrani
Publisher : John Wiley & Sons
ISBN 13 : 1119263700
Total Pages : 799 pages
Book Rating : 4.1/5 (192 download)

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Book Synopsis Microgrid Dynamics and Control by : Hassan Bevrani

Download or read book Microgrid Dynamics and Control written by Hassan Bevrani and published by John Wiley & Sons. This book was released on 2017-07-18 with total page 799 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book discusses relevant microgrid technologies in the context of integrating renewable energy and also addresses challenging issues. The authors summarize long term academic and research outcomes and contributions. In addition, this book is influenced by the authors’ practical experiences on microgrids (MGs), electric network monitoring, and control and power electronic systems. A thorough discussion of the basic principles of the MG modeling and operating issues is provided. The MG structure, types, operating modes, modelling, dynamics, and control levels are covered. Recent advances in DC microgrids, virtual synchronousgenerators, MG planning and energy management are examined. The physical constraints and engineering aspects of the MGs are covered, and developed robust and intelligent control strategies are discussed using real time simulations and experimental studies.

Modeling, Dynamics, and Control of Electrified Vehicles

Author : Haiping Du
Publisher : Woodhead Publishing
ISBN 13 : 0128131098
Total Pages : 521 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Modeling, Dynamics, and Control of Electrified Vehicles by : Haiping Du

Download or read book Modeling, Dynamics, and Control of Electrified Vehicles written by Haiping Du and published by Woodhead Publishing. This book was released on 2017-10-19 with total page 521 pages. Available in PDF, EPUB and Kindle. Book excerpt: Modelling, Dynamics and Control of Electrified Vehicles provides a systematic overview of EV-related key components, including batteries, electric motors, ultracapacitors and system-level approaches, such as energy management systems, multi-source energy optimization, transmission design and control, braking system control and vehicle dynamics control. In addition, the book covers selected advanced topics, including Smart Grid and connected vehicles. This book shows how EV work, how to design them, how to save energy with them, and how to maintain their safety. The book aims to be an all-in-one reference for readers who are interested in EVs, or those trying to understand its state-of-the-art technologies and future trends. - Offers a comprehensive knowledge of the multidisciplinary research related to EVs and a system-level understanding of technologies - Provides the state-of-the-art technologies and future trends - Covers the fundamentals of EVs and their methodologies - Written by successful researchers that show the deep understanding of EVs

Intelligent Control with Implementation on the Wind Energy Conversion System

Author : Mohamad Khalil Basma
Publisher :
ISBN 13 :
Total Pages : 522 pages
Book Rating : 4.:/5 (786 download)

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Book Synopsis Intelligent Control with Implementation on the Wind Energy Conversion System by : Mohamad Khalil Basma

Download or read book Intelligent Control with Implementation on the Wind Energy Conversion System written by Mohamad Khalil Basma and published by . This book was released on 1997 with total page 522 pages. Available in PDF, EPUB and Kindle. Book excerpt: Automatic control systems rely heavily on classical control techniques due to their simplicity However, these techniques can not compensate for wide parameter variations in the plant, large external disturbances, and/or excited unmodelled dynamics Thus the development of adaptive control that requires mathematical modeling of the plant, which is sometimes a complex, and time-consuming job. To overcome these limitations of conventional control techniques, intelligent control schemes emerged. Intelligent control theory remains in its infancy, and its application to real-time systems still lacks that of conventional methods. To evaluate the performance of intelligent control schemes, it is necessary to compare it based on accepted specifications of the well-known conventional methods In this thesis, our main job is to compare intelligent control and conventional control algorithms, by applying each scheme to the same control problem Based on simulation, we analyze and compare the results of applying fuzzy logic and neural networks controllers on a popular control problem variable speed wind energy conversion system The reason behind our choice is the challenging nature of the problem, where the plant should be controlled to maximize the power generated, while respecting its hardware constraints under varying operating conditions and disturbances We have shown the effectiveness of fuzzy logic exciter controller for the adopted wind energy generator when compared to a conventional PI exciter It showed better performance in the whole operating range. However, in the high wind speeds region, both controllers were unable to deliver the rpm requirements. We proposed the use of neural network intelligent techniques to supply us the optimal pitch Our aim was to develop a simple and reliable controller that can deliver this optimal output, while remaining adaptive to system uncertainties and disturbances The proposed fuzzy controller with a neural pitch controller showed best dynamic and robust performance as compared to the adaptive pitch controller together with the PI exciter.

Contemporary Issues in Communication, Cloud and Big Data Analytics

Author : Hiren Kumar Deva Sarma
Publisher : Springer Nature
ISBN 13 : 9811642443
Total Pages : 466 pages
Book Rating : 4.8/5 (116 download)

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Book Synopsis Contemporary Issues in Communication, Cloud and Big Data Analytics by : Hiren Kumar Deva Sarma

Download or read book Contemporary Issues in Communication, Cloud and Big Data Analytics written by Hiren Kumar Deva Sarma and published by Springer Nature. This book was released on 2021-11-30 with total page 466 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the outcomes of the First International Conference on Communication, Cloud, and Big Data (CCB) held on December 18–19, 2020, at Sikkim Manipal Institute of Technology, Majitar, Sikkim, India. This book contains research papers and articles in the latest topics related to the fields like communication networks, cloud computing, big data analytics, and on various computing techniques. Research papers addressing security issues in above-mentioned areas are also included in the book. The research papers and articles discuss latest issues in the above-mentioned topics. The book is very much helpful and useful for the researchers, engineers, practitioners, research students, and interested readers.

Computational Intelligence Paradigms for Optimization Problems Using MATLAB®/SIMULINK®

Author : S. Sumathi
Publisher : CRC Press
ISBN 13 : 1498743714
Total Pages : 612 pages
Book Rating : 4.4/5 (987 download)

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Book Synopsis Computational Intelligence Paradigms for Optimization Problems Using MATLAB®/SIMULINK® by : S. Sumathi

Download or read book Computational Intelligence Paradigms for Optimization Problems Using MATLAB®/SIMULINK® written by S. Sumathi and published by CRC Press. This book was released on 2018-09-03 with total page 612 pages. Available in PDF, EPUB and Kindle. Book excerpt: Considered one of the most innovative research directions, computational intelligence (CI) embraces techniques that use global search optimization, machine learning, approximate reasoning, and connectionist systems to develop efficient, robust, and easy-to-use solutions amidst multiple decision variables, complex constraints, and tumultuous environments. CI techniques involve a combination of learning, adaptation, and evolution used for intelligent applications. Computational Intelligence Paradigms for Optimization Problems Using MATLAB®/ Simulink® explores the performance of CI in terms of knowledge representation, adaptability, optimality, and processing speed for different real-world optimization problems. Focusing on the practical implementation of CI techniques, this book: Discusses the role of CI paradigms in engineering applications such as unit commitment and economic load dispatch, harmonic reduction, load frequency control and automatic voltage regulation, job shop scheduling, multidepot vehicle routing, and digital image watermarking Explains the impact of CI on power systems, control systems, industrial automation, and image processing through the above-mentioned applications Shows how to apply CI algorithms to constraint-based optimization problems using MATLAB® m-files and Simulink® models Includes experimental analyses and results of test systems Computational Intelligence Paradigms for Optimization Problems Using MATLAB®/ Simulink® provides a valuable reference for industry professionals and advanced undergraduate, postgraduate, and research students.

Control Systems

Author : Jitendra R. Raol
Publisher : CRC Press
ISBN 13 : 1351170783
Total Pages : 738 pages
Book Rating : 4.3/5 (511 download)

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Book Synopsis Control Systems by : Jitendra R. Raol

Download or read book Control Systems written by Jitendra R. Raol and published by CRC Press. This book was released on 2019-07-12 with total page 738 pages. Available in PDF, EPUB and Kindle. Book excerpt: Control Systems: Classical, Modern, and AI-Based Approaches provides a broad and comprehensive study of the principles, mathematics, and applications for those studying basic control in mechanical, electrical, aerospace, and other engineering disciplines. The text builds a strong mathematical foundation of control theory of linear, nonlinear, optimal, model predictive, robust, digital, and adaptive control systems, and it addresses applications in several emerging areas, such as aircraft, electro-mechanical, and some nonengineering systems: DC motor control, steel beam thickness control, drum boiler, motional control system, chemical reactor, head-disk assembly, pitch control of an aircraft, yaw-damper control, helicopter control, and tidal power control. Decentralized control, game-theoretic control, and control of hybrid systems are discussed. Also, control systems based on artificial neural networks, fuzzy logic, and genetic algorithms, termed as AI-based systems are studied and analyzed with applications such as auto-landing aircraft, industrial process control, active suspension system, fuzzy gain scheduling, PID control, and adaptive neuro control. Numerical coverage with MATLAB® is integrated, and numerous examples and exercises are included for each chapter. Associated MATLAB® code will be made available.